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Fix cars. Let AI handle the counter.

A repair shop's bottleneck usually isn't the bay — it's the counter: writing estimates, explaining them, remembering histories, chasing parts. Every minute your best tech spends typing is a minute the lift sits still.

Where work and customer response tend to break down.

Estimates get scribbled between jobs, nobody remembers what was done to this Silverado last spring, and parts lookup means twenty minutes on hold.

A system shaped around this workflow.

AI writes clean estimates from the tech's notes, summarizes any vehicle's full service history in seconds, and finds the right part and best price across suppliers.

AI handles the repeatable steps; your team keeps control.

Staff use the system through familiar calls, messages, documents, calendars, and business tools, with review and escalation points matched to the work.

Set a target, measure it, and adjust.

Faster approvals, smarter upsells, more cars through the bay. This is an illustrative target, not a guaranteed result; actual impact depends on volume, process, data quality, integration, and adoption.

Real Use Cases, Plain English.

These are illustrative workflows showing what Outerstack can build. Click any use case for a fuller walkthrough, example operating targets, and what setup involves. They are not customer results or performance guarantees.

USE CASE 01
Estimates written from the tech's notes

How it works: The tech dictates what they found ('front pads at 2mm, rotors scored, inner tie rod has play'); the AI turns it into a clean, itemized estimate with labor times and your parts pricing — plus a plain-English explanation the customer actually understands.

Illustrative impact: Estimates go out in minutes, and customers approve faster when they understand what they're paying for. Faster approvals mean more cars per day.

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USE CASE 02
Service history summaries on any VIN

How it works: Pull up a vehicle and get the whole story in one paragraph: what's been done, what was declined last visit, what's due by mileage. No flipping through old ROs.

Illustrative impact: Every visit becomes an informed conversation — 'you declined the coolant flush in March, it's due now' — which is honest upsell that customers appreciate.

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USE CASE 03
Parts lookup across suppliers

How it works: The AI checks fitment and compares price and availability across your suppliers in one query — and drafts the order for approval.

Illustrative impact: The twenty minutes on hold with the parts counter becomes twenty seconds, and you stop overpaying because checking a second supplier was too much hassle.

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USE CASE 04
Status updates and maintenance reminders

How it works: Customers get automatic 'your car is ready' and 'parts arrived, want to book?' texts, and mileage-based reminders bring them back when service is actually due.

Illustrative impact: Fewer 'is it done yet?' calls interrupting the shop, and a steady stream of return visits nobody had to remember to schedule.

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PRIVATE & SELF-HOSTED AI
Set boundaries around your customer data

Outerstack can deploy the right solution in the cloud, on private or local infrastructure, repatriate an established workload, or combine approaches in a hybrid design. The recommendation depends on your data boundaries, budget, performance, access, and continuity needs—not vendor allegiance. Compare deployment options →

Let's find the hours hiding in your week.

Tell us a bit about your business and we'll come back with honest, plain-English ideas about where AI could help — and where it wouldn't. No jargon. No pressure. No obligation.

No jargon, no obligation — just a conversation.